Semantic segmentation of rusts and spots of wheat

Semantic segmentation of rusts and spots of wheat

The paper explores the possibility of semantic segmentation of the yellow rust and wheat blotch classification using the U-Net convolutional neural network architecture. Based on an own dataset of 268 images, collected in natural conditions and in infectious nurseries of the Federal Research Center...

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Bibliographic Details
Main Authors: I.V. Arinichev, S.V. Polyanskikh, I.V. Arinicheva
Format: Article
Language:English
Published: Samara National Research University 2023-02-01
Series:Компьютерная оптика
Subjects:
semantic segmentation
convolutional neural network
u-net
wheat diseases
classification of diseases
Online Access:https://computeroptics.ru/eng/KO/Annot/KO47-1/470114e.html

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